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Figure 2 from: Senderov V, Georgiev T, Penev L (2016) Online direct import of specimen records into manuscripts and automatic creation of data papers from biological databases . Research Ideas and Outcomes 2: e10617. https://doi.org/10.3897/rio.2.e10617
Figure 2 - This fictionalized workflow presents the flow of information content of biodiversity specimens or biodiversity occurrences from the data portals GBIF, BOLD Systems, iDigBio, and PlutoF, through user-interface elements in AWT to textualized content in a Taxonomic Paper manuscript template intended for publication in the Biodiversity Data Journal.
Figure 3 from: Senderov V, Georgiev T, Penev L (2016) Online direct import of specimen records into manuscripts and automatic creation of data papers from biological databases . Research Ideas and Outcomes 2: e10617. https://doi.org/10.3897/rio.2.e10617
Figure 3 - User interface of the ARPHA Writing Tool controlling the import of specimen records from external databases.
Figures 30-34 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 30-34 - Paridris genaris, female holotype (IEBR 0105). 30 head, mesosoma, metasoma, lateral view 31 head and mesosoma, dorsal view 32 mesosoma and T1, dorsolateral view 33 head, anterolateral view 34 metasoma, dorsal view. Scale bars in millimeters.
Figures 5-10 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 5-10 - Habroteleia dagavia, female holotype (IEBR 0143). 5 head, mesosoma, metasoma, lateral view 6 head and mesosoma, dorsal view 7 head, anterior view 8 mesoscutellum, metascutellum, propodeum, T1, dorsolateral view 9 metasoma, dorsal view 10 metasoma, ventrolateral view. Scale bars in millimeters.
Figures 1-4 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 1-4 - Dyscritobaeus microocellus, female holotype (IEBR 0164). 1 head, anterolateral view 2 head, mesosoma, metasoma, lateral view 3 metasoma, dorsal view 4 head and mesosoma, dorsal view. Scale bars in millimeters.
Figures 19-21 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 19-21 - Paridris striaefrons (=Paridris coorgensis), male holotype (IEBR 0103). 19 mesosoma and metasoma, dorsal view 20 antennae, mesosoma, metasoma, lateral view 21 mesosoma, lateral view. Scale bars in millimeters.
Figures 26-29 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 26-29 - Paridris genaris, female (OSUC 404966). 26 head, mesosoma, metasoma, lateral view 27 head and mesosoma, dorsal view 28 head, anterolateral view 29 metasoma, dorsal view. Scale bars in millimeters.
Figures 41-42 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 41-42 - Probaryconus maridris (=Probaryconus cauverycus), female holotype (IEBR 0130). 41 head, mesosoma, metasoma, dorsal view 42 head, mesosoma, metasoma, lateral view. Scale bars in millimeters.
Figures 22-25 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 22-25 - Paridris circus (=Paridris coorgensis), female holotype (IEBR 0106). 22 head, mesosoma, metasoma, lateral view 23 head, mesosoma, T1, lateral view 24 head and mesosoma, dorsal view 25 metasoma, dorsal view. Scale bars in millimeters.
Figures 43-44 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 43-44 - Probaryconus varinus (=Probaryconus cauverycus), male holotype (IEBR 0132). 43 head, mesosoma, metasoma, lateral view 44 head, mesosoma, metasoma, dorsal view. Scale bars in millimeters.
Figures 38-40 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 38-40 - Probaryconus cauverycus, female (USNMENT01223894). 38 head, mesosoma, metasoma, dorsal view 39 head, mesosoma, metasoma, lateral view 40 head, mesosoma, ventrolateral view. Scale bars in millimeters.
Figures 35-37 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 35-37 - Paridris stigmalshortis (=Paridris genaris), female holotype (IEBR 0107). 35 head and mesosoma, dorsal view 36 head and mesosoma, lateral view 37 metasoma, dorsal view. Scale bars in millimeters.
Figures 15-18 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 15-18 - Paridris coorgensis, holotype female (USNMENT01197117). 15 mesosoma, dorsal view 16 mesosoma, ventral view 17 T1–T2, dorsal view 18, T3–T6, dorsal view. Scale bars in millimeters.
Figures 11-14 from: Talamas EJ, Pham H-T (2017) An online photographic catalog of Platygastroidea (Hymenoptera) in the Institute of Ecology and Biological Resources (Hanoi, Vietnam), with some taxonomic notes. In: Talamas EJ, Buffington ML (Eds) Advances in the Systematics of Platygastroidea. Journal of Hymenoptera Research 56: 225-239. https://doi.org/10.3897/jhr.56.10214
Figures 11-14 - Paridris coorgensis 11 female (USNMENT01223722), head, mesosoma, metasoma, lateral view 12 female (USNMENT01223722), head, mesosoma, metasoma, dorsal view 13 female (USNMENT01223722), head, anterolateral view 14 female (OSUC 266171), metascutellum, propodeum, T1, posterolateral view. Scale bars in millimeters.
Figure 2 from: Báthori F, Pfliegler WP, Zimmerman C-U, Tartally A (2017) Online image databases as multi-purpose resources: discovery of a new host ant of Rickia wasmannii Cavara (Ascomycota, Laboulbeniales) by screening AntWeb.org. Journal of Hymenoptera Research 61: 85-94. https://doi.org/10.3897/jhr.61.20255
Figure 2 Photograph of a slide-mounted Rickia wasmannii thallus (deposition number: G00562301) from Myrmica hellenica host, recorded on the AntWeb (specimen: CASENT0907653).
Figure 3 from: Báthori F, Pfliegler WP, Zimmerman C-U, Tartally A (2017) Online image databases as multi-purpose resources: discovery of a new host ant of Rickia wasmannii Cavara (Ascomycota, Laboulbeniales) by screening AntWeb.org. Journal of Hymenoptera Research 61: 85-94. https://doi.org/10.3897/jhr.61.20255
Figure 3 Dorsal (A), head (B) and profile (C) view of the Rickia wasmannii infected Myrmica hellenica worker, recorded on AntWeb (specimen: CASENT0907653), arrows indicate some clearly identifiable R. wasmannii thalli.
Figure 1 from: Báthori F, Pfliegler WP, Zimmerman C-U, Tartally A (2017) Online image databases as multi-purpose resources: discovery of a new host ant of Rickia wasmannii Cavara (Ascomycota, Laboulbeniales) by screening AntWeb.org. Journal of Hymenoptera Research 61: 85-94. https://doi.org/10.3897/jhr.61.20255
Figure 1 Appearance of the fungal infection on mounted specimens: Rickia-infected Myrmica scabrinodis hosts killed by freezing (A) or with ethanol (B) or chloroform (C), photographed one month after mounting and dry storage.
BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection
<p>Artifacts for the paper titled <strong><em>BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection</em></strong>.</p> <p>This artifact repository contains 3 compressed folders, as follows: </p> <table> <tbody> <tr> <td><strong>File Name</strong></td> <td><strong>Benchmark System</strong></td> </tr> <tr> <td>fse-ob.zip</td> <td>Online Boutique</td> </tr> <tr> <td>fse-ss.zip</td> <td>Sock Shop</td> </tr> <tr> <td>fse-tt.zip</td> <td>Train Ticket</td> </tr> </tbody> </table> <p>Each zip file contains the collected data from the corresponding microservice benchmark systems (e.g., fse-ob.zip contains metrics data collected from the Online Boutique system). </p> <p><strong><strong>Data description</strong></strong></p> <p>To collect the metrics data, we deploy three benchmark microservice systems: Online Boutique, Sock Shop, and Train Ticket, on a Kubernetes cluster consisting of one master node and five worker nodes. Then, we deploy a monitoring system to monitor and collect resource-level and service-level metrics. To generate traffic, we use the load generators supplied by these systems and tailor them to explore all services with a load of 40-50 requests per second. Initially, we operate the applications normally to gather metrics data under normal conditions. Then, we inject faults into the running services. We execute into the designated container using kubectl exec. For CPU hog and memory leak, we use stress-ng to stress the container resource. For network delay and packet loss, we use tc (traffic control) to manipulate the traffic of the container. Specifically, we inject faults into five targeted services of Sock Shop (carts, catalogue, orders, payment, and user), five targeted services of Online Boutique (adservice, cartservice, checkoutservice, currencyservice, and productcatalogue), and five targeted services of Train Ticket (ts-auth-service, ts-order-service, ts-route-service, ts-train-service, ts-travel-service). For each combination of fault type and targeted service, we repeat the operation (i.e., fault injection and metrics data collection) five times, resulting in 100 failure cases for each benchmark microservice system.</p> <p><strong>Code</strong></p> <p>The code to reproduce the experimental results in the paper is available at <a href="https://github.com/phamquiluan/baro">https://github.com/phamquiluan/baro</a>.</p>
Online repository for: "Compensation of capacitive currents in high-throughput dielectrophoretic separators"
<p>Please check the readme.odt file for details.</p>
Online Supplementary Materials
<p>Online Supplementary Materials of "Causal Relationships of Gray Matter Structures in Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder: Insights from Mendelian Randomization".</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.